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Cover image for A beginner's guide to the Granite-3.0-2b-Instruct model by Ibm-Granite on Replicate
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A beginner's guide to the Granite-3.0-2b-Instruct model by Ibm-Granite on Replicate

This is a simplified guide to an AI model called Granite-3.0-2b-Instruct maintained by Ibm-Granite. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.

Model overview

granite-3.0-2b-instruct is a lightweight and open-source 2B parameter model designed by IBM Granite to excel in instruction following tasks. Similar models in the Granite family include the granite-3.0-8b-instruct, which is an 8B parameter model, as well as the granite-8b-code-instruct-128k and granite-8b-code-instruct models, which are focused on code-related tasks.

Model inputs and outputs

The granite-3.0-2b-instruct model takes in a natural language prompt as input and generates relevant text as output. The input prompt can cover a wide range of topics, including summarization, problem-solving, text translation, reasoning, code tasks, and function-calling. The model is designed to provide helpful and aligned responses to these types of instructions.

Inputs

  • Prompt: The natural language instruction or task that the model should respond to.
  • System Prompt: An optional prompt that helps guide the model's behavior, particularly for chat-style interactions.
  • Generation Parameters: Settings like temperature, top-k, and top-p that control the creativity and diversity of the model's output.

Outputs

  • Text Generation: The model's response to the input prompt, which can range from a short phrase to a longer text passage.

Capabilities

The granite-3.0-2b-instruct model ex...

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